Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

In the shadow of the digital age

The dance of self-efficacy, psychological resilience, social anxiety, and digital addiction among university students

Bibliographic Data

ID21283612
AuthorsServet Ati̇k (0000-0003-2841-6182, Inonu University, corresponding author), Ezgi Sumbas (0000-0001-5450-6400, Inonu University), Nuri Erdemi̇r (0000-0002-5106-7884, Inonu University, corresponding author)
Year2026
Volume265
Pages106681
Publication date2026-05-01
Open AccessYes
TypeARTICLE
VenueActa Psychologica (JOURNAL)
Journal identifiersISSN: 0001-6918 • E-ISSN: 1873-6297
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.actpsy.2026.106681
PMID41833265
OpenAlexW7135390887
LanguageEN
References cited70

This study investigates how self-efficacy, psychological resilience, social anxiety, and digital addiction interact among university students in today's digital context. A cross-sectional design was applied to 511 undergraduates from three public universities in Turkey using structural equation modeling (SEM). Measures included the general self-efficacy, psychological resilience, social anxiety, and digital addiction scales. Results show that self-efficacy and psychological resilience significantly and negatively predict both social anxiety and digital addiction. Students with stronger beliefs in their capabilities and greater resilience cope more effectively with stress and are less prone to problematic technology use. In contrast, social anxiety positively predicts digital addiction: students experiencing higher social anxiety tend to avoid face-to-face interactions and turn to online settings, heightening addiction risk. Mediation analyses indicate that social anxiety partially mediates the links between self-efficacy, psychological resilience, and digital addiction. The proposed model explains 22% of the variance in social anxiety and 28% in digital addiction. Conceptually, the findings underscore that digital addiction extends beyond "screen time," reflecting deeper emotional needs, self-regulation capacities, and social avoidance tendencies. Practically, the study supports university-level awareness programs, stress management, and digital literacy training to foster self-efficacy and resilience. Additionally, cognitive-behavioral and emotion-focused interventions aimed at reducing social anxiety may help prevent digital addiction. Overall, the study provides an evidence-based foundation for holistic interventions that promote young adults' psychological well-being in the digital era

Addiction · Anxiety · Digital Literacy · Mediation · Psychological intervention · Psychological resilience · Social anxiety · Structural equation modeling · COVID-19 and Mental Health · Impact of Technology on Adolescents · Resilience and Mental Health

  • Compensatory internet use among individuals higher in social anxiety and its implications for well-being

    Open Access•Aaron C Weidman, Katya C Fernandez et al.•Personality and Individual…•2012

  • Coping Strategies and Self-Efficacy in University Students

    Open Access•Carlos Freire, María del Mar Ferradás et al.•Frontiers in Psychology•2020

  • Problematic Social Media Use in Adolescents and Young Adults

    Open Access•Holly Shannon, Katie Bush et al.•JMIR Mental Health•2022

  • The influence of academic self-efficacy on academic performance

    Open Access•Toni Honicke, Jaclyn Broadbent•Educational Research Review•2016

  • Well-being and problematic Facebook use

    Open Access•Seydi Ahmet Satıcı, Recep Uysal•Computers in Human Behavior•2015

  • Social anxiety disorder

    Open Access•Margot B Stein, Murray B Stein et al.•The Lancet•2008

  • Social Networking Sites and Addiction

    Open Access•Daria J Ku, Mark D Griffiths•International Journal of…•2017

  • The etiology of social anxiety disorder

    Open Access•Susan H Spence, Ronald M Rapee•Behaviour Research and Therapy•2016

  • Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance

    Fangfang Chen, Fang Fang Chen•Structural Equation Modeling: A…•2007

  • Development of a new resilience scale

    Open Access•Kathryn M Connor, Francisco Javier Sánchez Sánchez-Cañete et al.•Depression and Anxiety•2003

  • Cutoff criteria for fit indexes in covariance structure analysis

    Li‐tze Hu, Peter M Bentler•Structural Equation Modeling: A…•1999

  • Common method biases in behavioral research

    Philip M Podsakoff, Scott B Mackenzie et al.•Journal of Applied Psychology•2003

  • Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models

    Open Access•Kristopher J Preacher, Andrew F Hayes•Behavior Research Methods•2008

  • The brief resilience scale

    Brent W Smith, Bruce W Smith et al.•International Journal of…•2008

  • Comparison of Convenience Sampling and Purposive Sampling

    Open Access•Ilker Etikan•American Journal of Theoretical…•2016

  • Network analysis of internet addiction and depression among Chinese college students during the Covid-19 pandemic

    Open Access•Yue Zhao, Diyang Qu et al.•Computers in Human Behavior•2023

  • Fear of missing out, need for touch, anxiety and depression are related to problematic smartphone use

    Open Access•Jon D Elhai, Jason C Levine et al.•Computers in Human Behavior•2016

  • Social Media Use and Mental Health among Young Adults

    Open Access•Chloe Berryman, Christopher J Ferguson et al.•Psychiatric Quarterly•2017

  • Instagram addiction and the Big Five of personality

    Open Access•Kağan Kırcaburun, Mark D Griffiths et al.•Journal of Behavioral Addictions•2018

  • The relationship between addictive use of social media, narcissism, and self-esteem

    Open Access•Cecilie Schou Andreassen, Ståle Pallesen et al.•Addictive Behaviors•2016

  • Latent profiles of problematic smartphone use severity are associated with social and generalized anxiety, and fear of missing out, among Chinese high school students

    Open Access•Joshua R Williams, Cornelia Sindermann et al.•Cyberpsychology Journal of…•2023

  • Effects of Physical Exercise on Mobile Phone Addiction in College Students

    Open Access•Zitong Zhao, Shuai Zhao et al.•International Journal of…•2022

  • Eudaimonic Well-Being and Coping with Stress in University Students

    Open Access•Carlos Freire, María del Mar Ferradás et al.•International Journal of…•2018

  • Social Media Use and Its Association with Mental Health and Internet Addiction among Portuguese Higher Education Students during Covid-19 Confinement

    Open Access•Ana Paula Oliveira, Joana Nobre et al.•International Journal of…•2022

  • A Review and Meta-Analysis Examining Conceptual and Operational Definitions of Problematic Internet Use

    Open Access•Robert S Tokunaga, A Rain et al.•Human Communication Research•2016

  • Gradations in digital inclusion

    Open Access•Sonia Livingstone, Ellen Helsper•New Media & Society•2007

  • Networked privacy

    Open Access•Alice E Marwick, Arthur Marwick et al.•New Media & Society•2014

  • Partial, conditional, and moderated moderated mediation

    Andrew F Hayes•Communication Monographs•2017

  • Social anxiety and online social interaction

    Nicholas P Hutchins, Nicholas Hutchins et al.•Australian Psychologist•2021

  • Self‐disclosure in computer‐mediated communication

    Open Access•Adam N Joinson•European Journal of Social…•2001

  • Resilience effects on student performance and well-being

    Kent Cooper Etherton, Kent Etherton et al.•The Journal of General Psychology•2020

  • Adolescent peer relationships and behavior problems predict young adults’ communication on social networking websites

    A Y Mikami, David E Szwedo et al.•Developmental Psychology•2010

Highly citedNo

Tools

Open DOIOpen Access
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae